\section{Resultados}
Los ruidos utilizados para las siguiente son los mencionados anteriormente: Hurl, Pick, Spread y RGB.
\\

% -------------Mandrill-------------------
\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/mandrillLambdaPSNR}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/mandrillLambdaTiempo}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrillruido10-3}
\caption{Imagen original y con ruido Hurl (randomization 10 y repeat 3)}
\end{center}
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill-015}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill-065}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill-1}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill-3}
\includegraphics[width=0.10\textheight]{./Graficos/mandrill/mandrill-15}
\caption{Filtradas con $\lambda$: 0.15, 0.65, 1, 3 y 15}
\end{center}
\end {figure}

% -------------Lena-----------------------
\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/lenaFrPSNR}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/lenaFrTiempo}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/lena/lena}
\includegraphics[width=0.10\textheight]{./Graficos/lena/lena5-20}
\caption{Imagen original y con ruido Spread (horizontal 5 vertical 20)}
\end{center}
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/lena/lenafr70}
\includegraphics[width=0.10\textheight]{./Graficos/lena/lenafr95}
\caption{Filtradas con factor de reducción 70 y 95}
\end{center}
\end{figure}

% -------------Boat-----------------------
\begin{center}
\begin{table}[htbp]
\begin{tabular}{|c|l|l|r|}
\hline
Test & Ruido & Tiempo & \multicolumn{1}{l|}{PSNR} \\ \hline
1 & Hurl rand: 10 repeat: 1	 & 10.75	 & 16.8897 \\ \hline
2 & Hurl rand: 10 repeat: 2	 & 10.79	 & 15.2268 \\ \hline
3 & Hurl rand: 10 repeat: 3	 & 10.81	 & 14.2174 \\ \hline
4 & Hurl rand: 20 repeat: 1	 & 10.83	& 15.218 \\ \hline
5 & Hurl rand: 40 repeat: 1	 & 10.8	 & 13.2239 \\ \hline
6 & Hurl rand: 60 repeat: 1	 & 10.86	 & 12.0643 \\ \hline
7 & Pick rand: 20 repeat: 3	 & 10.7	 & 20.2136 \\ \hline
8 & Pick rand: 20 repeat: 5	 & 10.77	 & 20.1288 \\ \hline
9 & Pick rand: 30 repeat: 1	 & 10.67	 & 20.2413 \\ \hline
10 & Pick rand: 60 repeat: 1	 & 10.77	 & 20.197 \\ \hline
11 & Pick rand: 90 repeat: 1	 & 10.8	 & 20.1273 \\ \hline
12 & RGB gray: 020	 & 10.69	 & 17.3672 \\ \hline
13 & RGB gray: 040	 & 10.72	 & 13.8184 \\ \hline
14 & RGB gray: 060	 & 10.71	 & 11.5213 \\ \hline
15 & Spread horizontal: 5 vertical: 10	 & 10.69	 & 19.6585 \\ \hline
16 & Spread horizontal: 5 vertical: 20	 & 10.73	 & 18.8184 \\ \hline
17 & Spread horizontal: 10 vertical: 10	 & 10.76	 & 19.5304 \\ \hline
\end{tabular}
\caption{Tabla 1. Analisís del tiempo y PSNR para distintos ruidos para la foto boat.pgm}
\end{table}
\end{center}

\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/boatRuidoPSNR}
\end {center}
\end{figure}
\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boat}
\caption{Imagen original}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boathurl10-1}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boathurl10-1filtrada}
\caption{Imagen con Hurl (randomization 10 y repeat 1) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boathurl60-1}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boathurl60-1filtrada}
\caption{Imagen con Hurl (randomization 60 y repeat 1) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatpick30-1}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatpick30-1filtrada}
\caption{Imagen con pick (randomization 10 y repeat 1) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatrgb020}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatrgb020filtrada}
\caption{Imagen con rgb (grey 0.20) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatrgb060}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatrgb060filtrada}
\caption{Imagen con rgb (grey 0.60) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatspread5-20}
\includegraphics[width=0.10\textheight]{./Graficos/boat/boatspread5-20filtrada}
\caption{Imagen con spread (horizontal 5 y vertical 20) y filtrada ($\lambda$: 1 y fr: 75)}
\end{center}
\end{figure}

% -------------Einstein-----------------------
\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/einsteinLambdaTiempo}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin {center}
\includegraphics[width=13cm]{./Graficos/einsteinLambdaPSNR}
\end {center} 
\end{figure}

\begin{figure}[H]
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/einstein/einstein}
\includegraphics[width=0.10\textheight]{./Graficos/einstein/einsteinrgb040}
\caption{Imagen original y con ruido Rgb (grey 0.40)}
\end{center}
\begin{center}
\includegraphics[width=0.10\textheight]{./Graficos/einstein/einsteinrgb015filtrada}
\includegraphics[width=0.10\textheight]{./Graficos/einstein/einsteinrgb1filtrada}
\includegraphics[width=0.10\textheight]{./Graficos/einstein/einsteinrgb10filtrada}
\caption{Filtradas con $\lambda$: 0.15, 0.65, 1, 3 y 15}
\end{center}
\end {figure}
